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  1. 1
    Development of text extraction and recognition prototype using Adaptive Resonance Theory 1 (ART1) neural network / Iffarini Idris

    Development of text extraction and recognition prototype using Adaptive Resonance Theory 1 (ART1) neural network / Iffarini Idris by Idris, Iffarini

    Published 2008
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  2. 2
    Identification of Adolescent Idiopathic Scoliosis using image processing / Aisyah Afifah Mohd Hanip

    Identification of Adolescent Idiopathic Scoliosis using image processing / Aisyah Afifah Mohd Hanip by Mohd Hanip, Aisyah Afifah

    Published 2020
    “…The pre-processing technique used are converting to grayscale image, implementing sharpening filter and median filter. …”
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  3. 3
    Deep learning approach with image noise reduction to determine planting density and defected paddy seedlings

    Deep learning approach with image noise reduction to determine planting density and defected paddy seedlings by Mohamed Anuar, Mohamed Marzhar

    Published 2022
    “…We then continued our study to find the best method for paddy seedlings density classification task. All the pre-trained models showed comparable accuracy with the Base Model when trained to classify a new object with hyperparameter tuning and our proposed image pre-processing which reduces noise and enhanced input images features. …”
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  4. 4
    Automatic red blood cell counting based on particle area

    Automatic red blood cell counting based on particle area by Musa, Rabiahtuladawiyah

    Published 2015
    “…The RBC images will be pre-processed in early stage using morphological operations and thresholding to obtain the images with good quality. …”
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  5. 5
    Pre School selection system using Analytic Hierarchy Process (AHP): Implementation and Usability Study

    Pre School selection system using Analytic Hierarchy Process (AHP): Implementation and Usability Study by Abd Rasid, Mamat, Mohamad Afendee, Mohamed, Norkhairaini, Abdul Rawi, Wan Suryani, Wan Awang, Fadhilah, Ahmad, Nurul Hanis, Abd Rasid

    Published 2017
    “…The results of the questionnaire were used in the system development process in which the Analytic Hierarchy Process (AHP) technique is integrated. …”
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  6. 6
    Improved Colour Visualization in Pap Smear Images Based on HSV Channel Analysis

    Improved Colour Visualization in Pap Smear Images Based on HSV Channel Analysis by Khalis Danial, Nukman Khiruddin, Wan Azani, Mustafa, Khairul Shakir, Ab Rahman, Hiam, Alquran, Syahrul Nizam, Junaini

    Published 2025
    “…To preserve the colour, only the colour images' brightness (V) channel will go through the pre-processing. …”
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  7. 7
    Lab image and field image contrast quality differentiation

    Lab image and field image contrast quality differentiation by Albahari, Elmaliana, Madzin, Hizmawati, O.K. Rahmat, Rahmita Wirza, Mustaffa, Mas Rina, Mohd Noor, Mohamad Roff

    Published 2020
    “…Image processing performance can be improved with the process of resizing the original input image to one standard size. …”
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  8. 8
    Pre-processing enhancement for rentinal blood vessel segmentation

    Pre-processing enhancement for rentinal blood vessel segmentation by Wan Nazirul Hafiz Bin Abdul Rani

    Published 2023
    “…Segmentation of retinal blood vessel is the method of detecting blood vessel components and separate these from non-vessel components. Good segmentation of fundus image is important for accurate analysis, thus an optimal approach for pre-processing enhancement based on colour spaces is proposed in this paper. …”
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  9. 9
    Image pre-processing algorithm for Ficus deltoidea Jack (Moraceae) varietal recognition: a repeated perpendicular line scanning approach

    Image pre-processing algorithm for Ficus deltoidea Jack (Moraceae) varietal recognition: a repeated perpendicular line scanning approach by Ahmad Fakhri, Ab. Nasir, M Nordin, A Rahman, Nashriyah, Mat, Abd Rasid, Mamat, Ahmad Shahrizan, Abdul Ghani

    Published 2018
    “…Some of researchers have developed the image pre-processing algorithm to remove petiole section. …”
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  10. 10
    An automated multimodal white matter hyperintensities identification in MRI brain images using image processing / Iza Sazanita Isa

    An automated multimodal white matter hyperintensities identification in MRI brain images using image processing / Iza Sazanita Isa by Isa, Iza Sazanita

    Published 2018
    “…The first stage is preprocessing procedure that combines the thresholding and filtering algorithm for pre processing the MRI images while the second stage contains two phases of main processing techniques of enhancement and segmentation. …”
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  11. 11
    An automated multimodal white matter hyperintensities identification in MRI brain images using image processing / Iza Sazanita Isa

    An automated multimodal white matter hyperintensities identification in MRI brain images using image processing / Iza Sazanita Isa by Isa, Iza Sazanita

    Published 2018
    “…The first stage is preprocessing procedure that combines the thresholding and filtering algorithm for pre processing the MRI images while the second stage contains two phases of main processing techniques of enhancement and segmentation. …”
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  12. 12
    Chain coding and pre processing stages of handwritten character image file

    Chain coding and pre processing stages of handwritten character image file by Suliman, Azizah, Sulaiman, Md. Nasir, Othman, Mohamed, O. K. Rahmat, Rahmita Wirza

    Published 2010
    “…This paper discusses in detail some of the algorithms used in the pre-processing stages of an offline handwritten character image file. …”
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  13. 13
    Superpixel Sizes using Topology Preserved Regular Superpixel Algorithm and their Impacts on Interactive Segmentation

    Superpixel Sizes using Topology Preserved Regular Superpixel Algorithm and their Impacts on Interactive Segmentation by Kok Luong, Goh, Soo See, Chai, Giap Weng, Ng, Muzaffar, Hamzah

    Published 2022
    “…It is possible to speed up and improve the end result of segmentation by using pre-processing steps. The use of superpixels is an example of a pre-processing step. …”
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  14. 14
    Superpixel Sizes using Topology Preserved Regular Superpixel Algorithm and their Impacts on Interactive Segmentation

    Superpixel Sizes using Topology Preserved Regular Superpixel Algorithm and their Impacts on Interactive Segmentation by Goh, Kok Luong, Chai, Soo See, Ng, Giap Weng, Muzaffar Hamzah

    Published 2022
    “…It is possible to speed up and improve the end result of segmentation by using pre-processing steps. The use of superpixels is an example of a pre-processing step. …”
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  15. 15
    Pre-processing methods for vehicle lane detection / Muhammad Naim Mazani ... [et al.]

    Pre-processing methods for vehicle lane detection / Muhammad Naim Mazani ... [et al.] by Mazani, Muhammad Naim, Abdul-Rahman, Shuzlina, Mutalib, Sofianita

    Published 2020
    “…Thus, determining the right techniques for pre-processing such data would be a challenge. The objectives of this study are to pre-process the scanned images and apply the image recognition algorithm for lane detection. …”
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  16. 16
    Using photographic images as an alternative method to enhance learning process in pre-school level / Farihan Zaharia...[et.al]

    Using photographic images as an alternative method to enhance learning process in pre-school level / Farihan Zaharia...[et.al] by Zaharia, Farihan, Alias, Aidah

    Published 2016
    “…Researcher interested to study about the effectiveness using image photography to enhance learning process in pre-school level. …”
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  17. 17
    Chelonia mydas detection and image extraction from field recordings

    Chelonia mydas detection and image extraction from field recordings by Khalif Amir, Zakry, Mohamad Syahiran, Soria, Irwandi, Hipiny, Hamimah, Ujir, Ruhana, Hassan, Richki, Hardi

    Published 2024
    “…Our paper shows that the retrained YOLOv7 model when run through our remaining video dataset with various confidence scores can crop images in the field video recordings of Chelonia mydas turtles with up to 99.89% of output correctly cropped thus automating the data extraction process.…”
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  18. 18
    Adaptive path finding algorithm in dynamic environment for warehouse robot

    Adaptive path finding algorithm in dynamic environment for warehouse robot by Ng, Mun Kit, Chong, Yung Wey, Ko, Kwang man, Park, Young Hoon, Leau, Yu Beng

    Published 2020
    “…The image is pre-processed using perspective transformation, dilation and erosion. …”
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  19. 19
    Improvement real-time detection of moving vehicle in a dynamic scene using shadow removal method / Khairul Azman Ahmad, Mohd Halim Mohd Noor,Mohamad Adha Mohamad Idin

    Improvement real-time detection of moving vehicle in a dynamic scene using shadow removal method / Khairul Azman Ahmad, Mohd Halim Mohd Noor,Mohamad Adha Mohamad Idin by Ahmad, Khairul Azman, Mohd Noor, Mohd Halim, Mohamad Idin, Mohamad Adha

    Published 2011
    “…Pre¬processing consists of a collection of simple image processing tasks that change the raw input video into a format that can be processed by subsequent steps. …”
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  20. 20
    A convolutional neural network approach to textual captcha solving

    A convolutional neural network approach to textual captcha solving by Leong, Yau Wah, Rechard Lee

    Published 2022
    “…To reduce noise in the text-based CAPTCHAs, we incorporated picture binarization, morphological operation, and median filter as a pre- processing step. …”
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